Multi-Agent System using JADE for Distributed DC Microgrid System Control

Anas Alseyat, Jae-Do Park
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引用次数: 4

Abstract

This paper discusses the design and implementation of a distributed multi-agent system (MAS) for a DC microgrid system using the Java Agent Development Framework (JADE), a Java software for MAS design. So far, most MAS implementations in power systems have been limited to simulations in one machine without taking advantage of the various features of MAS tools that JADE provides. In this paper, multiple computers are used to create a more realistic MAS with Ethernet-based communication links. A DC microgrid system is designed in Simulink and a JADE-Simulink interface is implemented using TCP/IP through an Interpreted Matlab Function block. The designed MAS is physically distributed so that agents representing elements of the microgrid exchange actual data, allowing for a new level of MAS system realization. Simulation results for the multi-agent based DC microgrid under some operating conditions are presented and discussed.
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基于JADE的分布式直流微电网多智能体系统控制
本文利用Java Agent Development Framework (JADE)这一用于分布式多智能体系统设计的Java软件,讨论了分布式多智能体系统(MAS)的设计与实现。到目前为止,电力系统中的大多数MAS实现仅限于在一台机器上进行模拟,而没有利用JADE提供的MAS工具的各种功能。在本文中,使用多台计算机创建一个更真实的基于以太网通信链路的MAS。在Simulink中设计了直流微电网系统,并通过Matlab函数块实现了基于TCP/IP的JADE-Simulink接口。所设计的MAS是物理分布的,以便代表微电网元素的代理交换实际数据,从而使MAS系统实现达到一个新的水平。给出并讨论了基于多智能体的直流微电网在一定运行条件下的仿真结果。
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